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Benchmarks
Behavior Recognition on Privacy-sensitive and complex surveillance behavior recognition benchmarks
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93.33
Accuracy
Ruyi2.5-Camera-8B
77.0436
81.2718
85.5
89.7282
Mar 18, 2026
Accuracy
Precision
Recall
F1-Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-Score
Ruyi2.5-Camera-8B
Parameters=8B
2026.03
93.33
95.5
91.87
93.67
Qwen3-VL-8B
Parameters=8B
2026.03
81.67
82.93
84.1
82.77
Ruyi2.5-Camera-1.9B
Parameters=1.9B
2026.03
77.67
84.33
70.3
76.47
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